Cheat Sheets for Machine Learning and Data Science

This page contains cheat sheets for various Machine Learning related topics that can come in handy either during ML/DS interviews, or your daily data-scientist life. The page is updated continuously for more cheatsheets.

1. Bias-Variance Tradeoff

2. Imbalanced Data in Classification

3. PCA Dimensionality Reduction

4. Bayes' Theorem and Classifier

7. Convolutional Neural Network

9. Ensemble Methods in Machine Learning

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